Pose change is not permanent
Blender has no reason to take the rotation you've made into account as you've not saved it with an Insert Keyframe (shortcut i).
If you want any transform to be automatically saved without the need of Insert Keyframe, you need to enable the Auto Keying option in the Timeline:

If you enable its Only Active Keying Set option, it will only take the selected transform into account: